Snorkel AI

APRIL 11, 2023

So for example, in 2015, fidget spinners were all the rage. Now the key insight that we had in solving this is that we noticed that unseen concepts are actually well clustered by pre-trained deep learning models or foundation models. So this might come up if we’re a social media site and we’re trying to do a recommendation.

K-nearest Neighbors 52

K-nearest Neighbors Clustering Deep Learning Deep Learning 52

Snorkel AI

APRIL 11, 2023

So for example, in 2015, fidget spinners were all the rage. Now the key insight that we had in solving this is that we noticed that unseen concepts are actually well clustered by pre-trained deep learning models or foundation models. So this might come up if we’re a social media site and we’re trying to do a recommendation.

K-nearest Neighbors 52

K-nearest Neighbors Clustering Deep Learning Deep Learning 52

AWS Machine Learning Blog

NOVEMBER 19, 2024

Explore the model pre-training workflow from start to finish, including setting up clusters, troubleshooting convergence issues, and running distributed training to improve model performance. In this builders’ session, learn how to pre-train an LLM using Slurm on SageMaker HyperPod.

AWS 87

AWS ML ML AI 87

PyImageSearch

JULY 3, 2023

Figure 1: Netflix Recommendation System (source: “Netflix Film Recommendation Algorithm,” Pinterest ). Netflix recommendations are not just one algorithm but a collection of various state-of-the-art algorithms that serve different purposes to create the complete Netflix experience.

Deep Learning 52

Deep Learning Deep Learning Algorithm Machine Learning 52

DrivenData Labs

FEBRUARY 3, 2025

His journey in AI began in 2015 with a master's in computer vision for biomedical image analysis. Then we leveraged the benefits of NLP algorithms (e.g., Issac Chan is a Machine Learning Engineer at Verto where he leverages advanced machine learning techniques to create impactful healthcare solutions.

Machine Learning 130

Machine Learning Machine Learning Data Science Natural Language Processing 130

IBM Journey to AI blog

NOVEMBER 9, 2023

Since 2015, IBM has provided the IBM Event Streams service, which is a fully-managed Apache Kafka service running on IBM Cloud® Since then, the service has helped many customers, as well as teams within IBM, resolve scalability and performance problems with the Kafka applications they have written. So, what can you do?

Apache Kafka 78

Apache Kafka Algorithm Clustering 78

Hacker News

JANUARY 9, 2024

Sometimes it’s a story of creating a superalgorithm that encapsulates decades of algorithmic development. One very simple example (introduced in 2015) is Nothing : Another, introduced in 2020, is Splice : An old chestnut of Wolfram Language design concerns the way infinite evaluation loops are handled. but with things like clustering).

Python 181

Python Algorithm Machine Learning Machine Learning 181

AWS Machine Learning Blog

APRIL 18, 2023

To make things easy, these three inputs depend solely on the model name, version (for a list of the available models, see Built-in Algorithms with pre-trained Model Table ), and the type of instance you want to train on. learning_rate – Controls the step size or learning rate of the optimization algorithm during training.

ML 75

ML ML Deep Learning Deep Learning 75

Cambridge Intelligence

FEBRUARY 20, 2025

Format: Open source automatic graph drawing/design tool that uses a simple graph description language (DOT) for nodes, edges, clusters etc. cdnjs.com History: Made available and maintained by mdaines at slowscan.net since 2015. Live demos – tutorials let you try out basic styling, layout and algorithm options.

Data Visualization 52

Data Visualization Algorithm Data Analyst Clustering 52

AWS Machine Learning Blog

JANUARY 13, 2023

They were admitted to one of 335 units at 208 hospitals located throughout the US between 2014–2015. The eICU data is ideal for developing ML algorithms, decision support tools, and advancing clinical research. His research focuses on distributed/federated machine learning algorithms, systems, and applications. Define the model.

AWS 81

AWS Analytics Analytics Machine Learning 81

phData

MARCH 6, 2023

Delving further into KNIME Analytics Platform’s Node Repository reveals a treasure trove of data science-focused nodes, from linear regression to k-means clustering to ARIMA modeling—and quite a bit in between. The great thing about building a predictive model in KNIME is its simplicity.

Decision Trees 52

Decision Trees Analytics Analytics Data Science 52

AWS Machine Learning Blog

APRIL 18, 2023

To make things easy, these three inputs depend solely on the model name, version (for a list of the available models, see Built-in Algorithms with pre-trained Model Table ), and the type of instance you want to train on. learning_rate – Controls the step size or learning rate of the optimization algorithm during training.

ML 52

ML ML Deep Learning Deep Learning 52

Pickl AI

AUGUST 22, 2024

Overview of TensorFlow TensorFlow , developed by Google Brain, is a robust and versatile deep learning framework that was introduced in 2015. Scalability TensorFlow can handle large datasets and scale to distributed clusters, making it suitable for training complex models. What is Transfer Learning in Deep Learning?

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

AWS Machine Learning Blog

OCTOBER 23, 2024

Data retrieval and augmentation – When a query is initiated, the Vector Database Snap Pack retrieves relevant vectors from OpenSearch Service using similarity search algorithms to match the query with stored vectors. The retrieved vectors augment the initial query with context-specific enterprise data, enhancing its relevance.

AI 74

AI AI AWS Database 74

Flipboard

NOVEMBER 24, 2023

Iris was designed to use machine learning (ML) algorithms to predict the next steps in building a data pipeline. Since joining SnapLogic in 2010, Greg has helped design and implement several key platform features including cluster processing, big data processing, the cloud architecture, and machine learning.

Database 159

Database AWS ETL SQL 159